Isiah Pacheco played college football at Rutgers University. He committed to Rutgers on June 21, 2017, and saw consistent playing time in each of his four collegiate seasons. During his college career, he amassed 563 rushing attempts for 2,442 yards with 18 rushing touchdowns, and caught 47 passes for 249 yards and one touchdown.